Algebraic Geometry and Statistical Learning Theory (English, Sumio Watanabe)
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Book Details
Publisher
Cambridge University Press
Language
English
ISBN-13
9780521864671
ISBN-10
0521864674
Author
Sumio Watanabe
About the Book
Sure to be influential, Watanabe's book lays the foundations for the use of algebraic geometry in statistical learning theory. Many models/machines are singular: mixture models, neural networks, HMMs, Bayesian networks, stochastic context-free grammars are major examples. The theory achieved here underpins accurate estimation techniques in the presence of singularities.
ISBN: 9780521864671
ISBN-13: 9780521864671
ISBN-10: 0521864674
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Sumio Watanabe is the author of Algebraic Geometry and Statistical Learning Theory. Browse more books by Sumio Watanabe on BookBajar.
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Product ID: isbn-9780521864671
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